Adaptive scale-invariant online algorithms for learning linear models

20 February 2019

Papers citing "Adaptive scale-invariant online algorithms for learning linear models"

16 / 16 papers shown

Title
Introduction to Online Convex Optimization Elad Hazan OffRL 172 1,929 0 07 Sep 2019
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces Ashok Cutkosky Francesco Orabona 83 146 0 17 Feb 2018
Scale-invariant unconstrained online learning W. Kotłowski 46 18 0 23 Aug 2017
Online Learning Without Prior Information Ashok Cutkosky K. Boahen ODL 42 74 0 07 Mar 2017
Coin Betting and Parameter-Free Online Learning Francesco Orabona D. Pál 160 165 0 12 Feb 2016
Efficient Second Order Online Learning by Sketching Haipeng Luo Alekh Agarwal Nicolò Cesa-Bianchi John Langford 65 96 0 06 Feb 2016
Scale-Free Algorithms for Online Linear Optimization Francesco Orabona D. Pál ODL 63 53 0 19 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Normalized Online Learning Stéphane Ross Paul Mineiro John Langford 142 69 0 09 Aug 2014
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning Francesco Orabona 137 103 0 15 Jun 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations H. B. McMahan Francesco Orabona 130 77 0 03 Mar 2014
A Generalized Online Mirror Descent with Applications to Classification and Regression Francesco Orabona K. Crammer Nicolò Cesa-Bianchi 163 79 0 10 Apr 2013
Minimax Optimal Algorithms for Unconstrained Linear Optimization H. B. McMahan 89 42 0 08 Feb 2013
Relative Loss Bounds for On-line Density Estimation with the Exponential Family of Distributions Katy S. Azoury Manfred K. Warmuth 156 324 0 23 Jan 2013
No-Regret Algorithms for Unconstrained Online Convex Optimization Matthew J. Streeter H. B. McMahan ODL 78 89 0 09 Nov 2012